Natural Language Processing

A Study of Policy Will Recognition Model for Public Opinion Texts Based on Multi-level Feature Fusion with BERT

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A Study of Policy Will Recognition Model for Public Opinion Texts Based on Multi-level Feature Fusion with BERT

WENG Ke-ruiZHOU Ya-jieYU Shi-wei Abstract: Traditional policy needs research has gradually shifted to the use of social media for policy needs intelligence discovery due to cost and time factors. Although social media provides rich public policy will, capturing policy views in it is challenged by semantic ambiguity and complex comment network relationships. To address the … Read more

AI Empowering Education: Applications of Major AI Models

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AI Empowering Education: Applications of Major AI Models

Highly Recommended: Smart Future: AI-Led Innovation Workshop for University Courses and Teaching With the rapid development of technology, artificial intelligence has gradually integrated into our daily lives, becoming an indispensable part. In the field of education, the empowering potential of AI is enormous. Currently, major AI models such as Wenxin Yiyan, iFlytek Spark, Tongyi Qianwen, … Read more

Human Learning in the Age of Machine Learning

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Human Learning in the Age of Machine Learning

Author Introduction: Yu Mingfeng, male, associate professor in the Department of Philosophy at Tongji University, PhD. Research Projects: Shanghai Philosophy and Social Science Planning General Project “Research on Nietzsche and Modern German Aesthetic Education Thought” (2020BZX008); National Social Science Foundation Major Project “Research on Ethical Risk Prevention of Artificial Intelligence” (20&ZD041). Abstract The breakthrough of … Read more

Prompt Engineers: Concepts, Competencies, and Growth Paths

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Prompt Engineers: Concepts, Competencies, and Growth Paths

Author Introduction: Fu Jie, Postdoctoral researcher and assistant researcher at the Institute of Education, Tsinghua University, and the International Engineering Education Center of UNESCO. Funding Project: Chinese Academy of Engineering consulting research project “Research on the System Construction and Strategic Countermeasures for the Independent Training of Young Engineering and Technology Talents” (2023-HY-09). Abstract: With the … Read more

Introduction to Prompt Engineering: A Free Guide

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Introduction to Prompt Engineering: A Free Guide

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Source … Read more

Empowering Education with AI: Applications of 8 Major AI Models

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Nowadays, as technology continues to advance, artificial intelligence has taken a critical position in our daily lives. Especially in the field of education, artificial intelligence demonstrates enormous empowering potential. The eight major AI models: Wenxin Yiyan, iFlytek Spark, Tongyi Qianwen, Tiangong AI, Baichuan AI, Doubao AI, GPT-4O, and SenseTime AI are currently prominent examples of … Read more

Method Sharing: Text Analysis Using Word Embedding

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Method Sharing: Text Analysis Using Word Embedding

Introduction Text analysis has traditionally been dominated by qualitative methods, with the two most common being interpretive close reading and systematic qualitative coding. Both are limited by human reading speed, making them unsuitable for analyzing extremely large corpora. Currently, two popular quantitative text analysis methods are semantic network analysis and topic modeling. While both make … Read more

Yuan Yulin: Language Design Principles Under Human Habitat Constraints

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Yuan Yulin: Language Design Principles Under Human Habitat Constraints

Language Life Research Guest of This Issue Yuan Yulin Professor at the University of Macau, with main research interests in theoretical linguistics and Chinese linguistics. Thinking About Language Design Principles and Operational Mechanisms Under Human Habitat Constraints Yuan Yulin (University of Macau, Department of Chinese Language and Literature, Macau 999078; Peking University, Department of Chinese/Center … Read more

Cloud Translation: Online Translation with AI

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Cloud Translation: Online Translation with AI

1. Tool Introduction Shenzhen Cloud Translation Technology Co., Ltd. was established in 2016, with wholly-owned subsidiaries Xiamen Cloud Translation Technology Co., Ltd. and Shanghai Cloud Translation Artificial Intelligence Co., Ltd. In December 2020, it successfully passed the national high-tech enterprise certification, entering the ranks of high-tech enterprises. Cloud Translation Technology focuses on artificial intelligence technology, … Read more

Notes on Papers in Natural Language Processing

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Notes on Papers in Natural Language Processing

This article is reprinted with permission from the WeChat official account Paper Weekly (ID: paperweekly). Paperweekly shares interesting papers in the field of natural language processing every week. Introduction Dialogue systems are currently a hot research topic and a hotspot for venture capital. Since early 2016, countless companies have been established to create chatbots, voice … Read more